AI SOLUTION

ALOPS®
AI Load Optimization System

AI automatically calculates the optimal layout of military and logistics assets,
which is pre-validated within a 3D digital twin.
Reduces planning time to 1/10 compared to manual methods.

AI Load OptimizationMIP Solver3D Digital TwinAI AgentOntology
PROBLEM

Current Limitations

  • Excessive Planning Time — Takes over 10 hours to plan large-scale asset layouts
  • Complex Constraints — Inability to simultaneously consider multiple constraints like hazard class, weight distribution, and accessibility
  • No Pre-validation — Impossibility of verifying layout results prior to actual deployment
  • Inefficient Adjustments — Must replan from scratch when requirements or parameters change
  • Reliance on Experience — Relying on the intuition of skilled personnel, leading to a lack of consistency
SOLUTION

Solutions by ALOPS®

  • Calculation Under 1 Hour — AI optimization engine automatically computes the optimal layout
  • Simultaneous Operations — MIP Solver processes 21 constraints + 4 objectives simultaneously
  • 3D Pre-validation — Simulates layout, movement, and sequencing within a digital twin
  • Real-time Re-optimization — Recalculates immediately when conditions change
  • Systematized Knowledge — Permanently preserves rules, constraints, and classifications using ontology
SYSTEM ARCHITECTURE
ALOPS® System Architecture
End-to-end pipeline: Asset Data → AI Optimization → 3D Validation → Operational Support.
ALOPS System Architecture
Asset DB & Ontology
3D Space Specifications
Equipment & Material DB
AI Optimization Engine
MIP Solver
21 Constraints · 4 Objectives
3D Digital Twin
Layout Simulation
Virtual + Real-time Mode
Operation Interface
Command Center · Field Terminal
3D Viewer
5 Types of AI AgentsPlanning · Validation · Sequencing · Allocation · Analysis
ARESDynamicDEVSDiscrete Event Simulation
External IntegrationTactical, Logistics, & Supply Chain Systems
KEY FEATURES
Key Features
01

AI Load Optimization Engine

The MIP Solver simultaneously calculates 21 constraints and 4 objective functions. Comprehensively evaluates hazardous materials isolation, weight distribution, accessibility, and loading sequence.

02

3D Digital Twin

Models the operational space in 3D. Pre-validates the AI-calculated loading layouts by simulating them in a virtual environment.

03

AI Agent Automation

Five specialized agents automatically perform the full pipeline: planning → constraint verification → sequence optimization → resource allocation → result analysis.

04

Ontology-based Domain Knowledge

Systematizes asset classification, hazard levels, isolation rules, and spatial constraints into a semantic network linking 3 domains.

05

Dual-Mode Simulation

Supports both virtual time (fast-forward review) and real time (reproducing actual work speed) based on ARESDynamicDEVS.

06

External System Integration

Bi-directional integration with operations, logistics, supply chain, and asset management systems. Synchronizes data to reflect real-time updates.

APPLICABLE DOMAINS
Applicable Domains
Applicable to any environment requiring the layout of diverse assets in complex spaces.
Applicable Domains

Naval & Transport Vessels

Optimizes equipment & material loading inside restricted vessel spaces

Logistics & Transportation

Optimizes cargo layouts for trucks, containers, and air transports

Facilities & Warehouses

Manages spatial layouts and hazard isolation in ammunition depots and supply depots

Tactical Deployment

Optimizes deployment sequences, resource allocation, and scheduling

TECH SPECS
Technical Specifications
Optimization EngineMIP Solver (GAMS / Gurobi / CBC)
Constraints & Objectives21 Constraints + 4 Objective Functions
AI Agents5 Types (Planning · Validation · Sequencing · Allocation · Analysis)
SimulationARESDynamicDEVS (Virtual Time + Real-time)
Knowledge SystemOntology Semantic Network (Space · Asset · Plan)
Client EnvironmentThick + Thin Client + 3D Viewer
External IntegrationTactical · Logistics · Supply Chain · Asset Management Systems
Target PerformanceReduces planning time to 1/10 of manual methods

Learn More About ALOPS®

Explore AI-based load optimization and digital twin validation technologies.

Contact Us →
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기업정보